Elastic Resource Management with Adaptive State Space Partitioning of Markov Decision Processes.
Konstantinos LolosIoannis KonstantinouVerena KantereNectarios KozirisPublished in: CoRR (2017)
Keyphrases
- markov decision processes
- resource management
- state space
- space partitioning
- optimal policy
- finite state
- management system
- resource allocation
- partially observable
- transition matrices
- action space
- dynamic programming
- state abstraction
- reinforcement learning
- grid computing
- policy iteration
- markov decision process
- real time dynamic programming
- quality of service
- intelligent agents
- decision theoretic planning
- infinite horizon
- discounted reward
- databases
- average cost
- multi dimensional
- average reward
- grid systems
- cooperative
- machine learning
- database